NATIONAL STRATEGIC PROPOSAL: DEVELOPMENT OF THE DISCIPLINE “OPERATOR ENGINEERING AND ADAPTIVE INTELLIGENCE SYSTEMS”

NATIONAL STRATEGIC PROPOSAL DEVELOPMENT OF THE DISCIPLINE “OPERATOR ENGINEERING AND ADAPTIVE INTELLIGENCE SYSTEMS” IN SERVICE OF MASTERING ARTIFICIAL INTELLIGENCE, NEXT-GENERATION COMPUTING SYSTEMS, AND NATIONAL CORE TECHNOLOGIES PERIOD 2026–2045 Strategic Concept Author: Phan Thanh Trung ---------------------------------- This document is an independent, research-oriented strategic proposal and does not represent an  officially approved or formally implemented program. ---------------------------------- INTRODUCTION  In the context of the unprecedented acceleration of artificial intelligence and adaptive computing systems, the central question is no longer merely how to build more powerful models, but how to control their stability, convergence, and reliability. As data scale and computational capacity grow exponentially, challenges such as inference drift, accumulated noise,